# Crowd Flow Prediction for Irregular Regions with Semantic Graph Attention Network

> Research article (ACM Transactions on Intelligent Systems and Technology, 2022) · cited 23× · AI/ML

**Wikidata**: [openalex:W4224439980](https://www.wikidata.org/wiki/openalex:W4224439980)  
**Source**: https://4ort.xyz/entity/crowd-flow-prediction-for-irregular-regions-with-semantic-graph-attention-network